Hai V. Nguyen

Learning Multi-Step Manipulation Using Symmetry-Aware Reinforcement Learning

While many existing grasping models can be highly reliable in picking objects in most cases, challenging scenarios persist in industrial automation where objects are difficult to grasp—such as when positioned in corners, occluded by other items, or tightly clustered. These challenges are prevalent in smart manufacturin...